diff --git a/.agents/skills/convert-dot-shorthand/SKILL.md b/.agents/skills/convert-dot-shorthand/SKILL.md
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+---
+name: convert-dot-shorthand
+description: Auto-converts standard enums and statics (like Colors.red, EdgeInsets.all) to Dart 3.10 dot shorthands. Use when updating Flutter code samples to modern syntax.
+---
+
+# Convert to Dot Shorthand
+
+Use this skill when you need to migrate an existing Flutter example or Dart file to use the new Dart 3.10 dot shorthand feature. 
+
+This skill enforces a hybrid approach to ensure maximum safety and readability: a script first replaces all possible candidates, and then YOU (the AI) must manually evaluate each change using rules defined below.
+
+## Workflow Instructions
+
+1.  **Execute the brute-force script:**
+    Run `scripts/apply_all.sh <target_directory>`. 
+    This script will unconditionally search and replace all known safe classes (e.g., `Colors`, `EdgeInsets`, `Alignment`) with their dot shorthand equivalents.
+
+2.  **Evaluate the Diff (The Human/AI check):**
+    Run `git diff` to view all changes the script just made. You must evaluate every single substitution against the [Readability Heuristics](#readability-heuristics) below. 
+
+3.  **Revert bad candidates:**
+    If a change is deemed "bad" based on the heuristics, you must manually undo that specific change (e.g., by checking out that line or manually re-typing the class name).
+
+4.  **Generate a Concise Rejection Report:**
+    Before finishing, you must print a short terminal/agent output report to the user summarizing ONLY the items you rejected. Format it like this:
+    ```
+    Reverted Changes Report:
+    example_file.dart:L42 - Kept `FontWeight.w600`
+    Reason: Numeric font weights lose context without the class name.
+    
+    example_file.dart:L80 - Kept `MainAxisSize.min`
+    Reason: The property name does not provide enough context for `.min`.
+    ```
+
+5.  **Finalize:**
+    Format the remaining code with `dart format <target_directory>`, run `dart analyze`, and run `flutter test` (if tests exist) to ensure the good shorthands don't break anything.
+
+## Readability Heuristics
+
+When evaluating a diff, ask yourself if the removed class name hurts readability. We are trying to find the heuristic balance.
+
+**Known "Good" Shorthands (Usually Keep):**
+*   `Colors.*` -> `.*` (It's almost always obvious a color is a color).
+*   `EdgeInsets.all` / `EdgeInsets.symmetric` -> `.all` / `.symmetric` (Context is extremely strong inside a `padding` or `margin` property).
+*   `Alignment.*` -> `.*` (Very clear inside an `alignment` property).
+
+**Known "Bad" Shorthands (Always Revert):**
+*   *Please document rules here as we discover them during manual evaluation.*
diff --git a/.agents/skills/convert-dot-shorthand/scripts/apply_all.sh b/.agents/skills/convert-dot-shorthand/scripts/apply_all.sh
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+++ b/.agents/skills/convert-dot-shorthand/scripts/apply_all.sh
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+#!/bin/bash
+# scripts/apply_all.sh
+# Unconditionally converts all potential Shorthands.
+# It is the AI Agent's job to revert bad conversions using git diff.
+
+TARGET_DIR="$1"
+
+if [ -z "$TARGET_DIR" ]; then
+  echo "Usage: ./apply_all.sh <target_directory>"
+  exit 1
+fi
+
+echo "Applying overly-aggressive shorthands to $TARGET_DIR..."
+
+find "$TARGET_DIR" -type f -name "*.dart" -print0 | while IFS= read -r -d '' file; do
+    # Colors.black26 -> .black26
+    sed -i -E 's/Colors\.([a-zA-Z0-9_]+)/\.\1/g' "$file"
+    # EdgeInsets.all(...) -> .all(...)
+    sed -i -E 's/EdgeInsets\.([a-zA-Z0-9_]+)/\.\1/g' "$file"
+    # BorderRadius.* -> .*
+    sed -i -E 's/BorderRadius\.([a-zA-Z0-9_]+)/\.\1/g' "$file"
+    # Alignment.* -> .*
+    sed -i -E 's/Alignment\.([a-zA-Z0-9_]+)/\.\1/g' "$file"
+    # MainAxisAlignment.* -> .*
+    sed -i -E 's/MainAxisAlignment\.([a-zA-Z0-9_]+)/\.\1/g' "$file"
+    # CrossAxisAlignment.* -> .*
+    sed -i -E 's/CrossAxisAlignment\.([a-zA-Z0-9_]+)/\.\1/g' "$file"
+    # BoxFit.* -> .*
+    sed -i -E 's/BoxFit\.([a-zA-Z0-9_]+)/\.\1/g' "$file"
+    # FontWeight.* -> .*
+    sed -i -E 's/FontWeight\.([a-zA-Z0-9_]+)/\.\1/g' "$file"
+    # Expanded -> No shorthand for widget types, but keeping here for future rules.
+done
+
+echo "Done applying regex. PLEASE RUN 'dart format' and 'git diff' to review heuristics."
diff --git a/temp_shorthand_skill_test_runs/data-and-backend_rejection_report.txt b/temp_shorthand_skill_test_runs/data-and-backend_rejection_report.txt
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index 0000000000..590b2e76ca
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+++ b/temp_shorthand_skill_test_runs/data-and-backend_rejection_report.txt
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+REJECTED SHORTHANDS REPORT FOR: data-and-backend
+
+None. No shorthands were converted by the script (0 prefixes stripped) so no heuristics failed.
diff --git a/temp_shorthand_skill_test_runs/get-started_rejection_report.txt b/temp_shorthand_skill_test_runs/get-started_rejection_report.txt
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+++ b/temp_shorthand_skill_test_runs/get-started_rejection_report.txt
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+REJECTED SHORTHANDS REPORT FOR: get-started
+
+flutter-for/react_native_devs/lib/examples.dart:L100 - Kept `FontWeight.w600`
+Reason: Numeric font weights lose meaning without the class name prefix.
+
+flutter-for/web_devs/lib/main.dart:L424 - Kept `FontWeight.w900`
+Reason: Numeric font weights lose meaning without the class name prefix.
+
+flutter-for/web_devs/lib/main.dart:L461 - Kept `FontWeight.w300`
+Reason: Numeric font weights lose meaning without the class name prefix.
+
+All Colors.* shorthands (e.g. Colors.red, Colors.blue) - Reverted ~90 instances.
+Reason: The Colors class does not have the same static members as Color, causing 'dot_shorthand_undefined_member' or resolving to deprecated instance getters. MUST REVERT to fix compilation.
diff --git a/temp_shorthand_skill_test_runs/googleapis_rejection_report.txt b/temp_shorthand_skill_test_runs/googleapis_rejection_report.txt
new file mode 100644
index 0000000000..391a34d8df
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+++ b/temp_shorthand_skill_test_runs/googleapis_rejection_report.txt
@@ -0,0 +1,4 @@
+REJECTED SHORTHANDS REPORT FOR: googleapis
+
+lib/main.dart:L120 - Kept `Colors.red`
+Reason: The Colors class does not have the same static members as Color, causing 'dot_shorthand_undefined_member' or resolving to deprecated instance getters. MUST REVERT to fix compilation.
diff --git a/temp_shorthand_skill_test_runs/state_mgmt_rejection_report.txt b/temp_shorthand_skill_test_runs/state_mgmt_rejection_report.txt
new file mode 100644
index 0000000000..00242c6684
--- /dev/null
+++ b/temp_shorthand_skill_test_runs/state_mgmt_rejection_report.txt
@@ -0,0 +1,4 @@
+REJECTED SHORTHANDS REPORT FOR: state_mgmt
+
+simple/lib/src/performance.dart:L124 - Kept `Colors.yellow`
+Reason: The Colors class does not have the same static members as Color, causing 'dot_shorthand_undefined_member' or resolving to deprecated instance getters. MUST REVERT to fix compilation.
diff --git a/temp_shorthand_skill_test_runs/visual_debugging_rejection_report.txt b/temp_shorthand_skill_test_runs/visual_debugging_rejection_report.txt
new file mode 100644
index 0000000000..5f4ea7e778
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+++ b/temp_shorthand_skill_test_runs/visual_debugging_rejection_report.txt
@@ -0,0 +1,3 @@
+REJECTED SHORTHANDS REPORT FOR: visual_debugging
+
+None. No shorthands were converted by the script (0 prefixes stripped) so no heuristics failed.